Ubuntu graphical desktop not displaying after upgrade

I upgraded a Ubuntu machine from 14.04 LTS to 16.04 LTS. Now I get the login screen for the graphical interface (lightdm) but once I provide login credentials it just clears to the background and doesn't open my user desktop. I'm not sure where to look to troubleshoot.